BSC-LT / roberta-base-bne-capitel-pos

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Total runs: 16
24-hour runs: 0
7-day runs: 0
30-day runs: -14
Model's Last Updated: October 21 2021
token-classification

Introduction of roberta-base-bne-capitel-pos

Model Details of roberta-base-bne-capitel-pos

⚠️NOTICE⚠️: THIS MODEL HAS BEEN MOVED TO THE FOLLOWING URL AND WILL SOON BE REMOVED: https://huggingface.co/PlanTL-GOB-ES/roberta-base-bne-capitel-pos

Spanish RoBERTa-base trained on BNE finetuned for CAPITEL Part of Speech (POS) dataset

RoBERTa-base-bne is a transformer-based masked language model for the Spanish language. It is based on the RoBERTa base model and has been pre-trained using the largest Spanish corpus known to date, with a total of 570GB of clean and deduplicated text processed for this work, compiled from the web crawlings performed by the National Library of Spain (Biblioteca Nacional de España) from 2009 to 2019.

Original pre-trained model can be found here: https://huggingface.co/BSC-TeMU/roberta-base-bne

Dataset

The dataset used is the one from the CAPITEL competition at IberLEF 2020 (sub-task 2).

Evaluation and results

F1 Score: 0.9846 (average of 5 runs).

For evaluation details visit our GitHub repository .

Citing

Check out our paper for all the details: https://arxiv.org/abs/2107.07253

@misc{gutierrezfandino2021spanish,
      title={Spanish Language Models}, 
      author={Asier Gutiérrez-Fandiño and Jordi Armengol-Estapé and Marc Pàmies and Joan Llop-Palao and Joaquín Silveira-Ocampo and Casimiro Pio Carrino and Aitor Gonzalez-Agirre and Carme Armentano-Oller and Carlos Rodriguez-Penagos and Marta Villegas},
      year={2021},
      eprint={2107.07253},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}

Runs of BSC-LT roberta-base-bne-capitel-pos on huggingface.co

16
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
-14
30-day runs

More Information About roberta-base-bne-capitel-pos huggingface.co Model

More roberta-base-bne-capitel-pos license Visit here:

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roberta-base-bne-capitel-pos huggingface.co

roberta-base-bne-capitel-pos huggingface.co is an AI model on huggingface.co that provides roberta-base-bne-capitel-pos's model effect (), which can be used instantly with this BSC-LT roberta-base-bne-capitel-pos model. huggingface.co supports a free trial of the roberta-base-bne-capitel-pos model, and also provides paid use of the roberta-base-bne-capitel-pos. Support call roberta-base-bne-capitel-pos model through api, including Node.js, Python, http.

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roberta-base-bne-capitel-pos install

roberta-base-bne-capitel-pos is an open source model from GitHub that offers a free installation service, and any user can find roberta-base-bne-capitel-pos on GitHub to install. At the same time, huggingface.co provides the effect of roberta-base-bne-capitel-pos install, users can directly use roberta-base-bne-capitel-pos installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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